Allow comments for variables and update testing

.github/workflows/python-package.yml

@@ -15,11 +15,13 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"]
-        metasyn-version: [ "git+https://github.com/sodascience/metasyn.git@main"]
-        include:
+        python-version: ["3.9", "3.10", "3.11", "3.12", "3.13"]
+        metasyn-version: [ "git+https://github.com/sodascience/metasyn.git@develop"]
+        include:       
           - python-version: "3.11"
-            metasyn-version: "metasyn==1.0.1"
+            metasyn-version: "metasyn==1.0.3"
+          - python-version: "3.11"
+            metasyn-version: "metasyn==1.1.0"
 
     steps:
     - uses: actions/checkout@v4

metasyncontrib/disclosure/privacy.py

@@ -25,3 +25,31 @@ def __init__(self, partition_size: int = 11):
     def to_dict(self) -> dict:
         """Create a dictionary that gives the privacy type, and parameters."""
         return {"name": self.name, "parameters": {"partition_size": self.partition_size}}
+
+    def comment(self, var):
+        """Comment on a specific variable in the .toml GMF file.
+
+        Parameters
+        ----------
+        var
+            Variable to create a comment about.
+
+        Returns
+        -------
+            A string with the comment.
+
+        """
+        base_msg = (
+            f"The above parameters for column '{var.name}' were generated using disclosure "
+            f"control\n# with a maximum dominance of 0.5 and data aggregated into partitions of "
+            f"size {self.partition_size}\n"
+            f"# before any parameters of the distribution were estimated.")
+
+        intersect_lower = set(("lower", "upper")).intersection(  # noqa: C405
+            var.distribution.to_dict()["parameters"])
+        if len(intersect_lower) > 0:
+            base_msg = base_msg[:-1]
+            base_msg += (f"\n# The parameter(s) {', '.join(intersect_lower)} were estimated by the"
+                         f" average of the {self.partition_size} lowest or highest values.")
+
+        return base_msg

pyproject.toml

@@ -20,13 +20,14 @@ classifiers = [
     "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
+    "Programming Language :: Python :: 3.13",
     "Development Status :: 3 - Alpha",
     "License :: OSI Approved :: MIT License",
 ]
 dependencies = [
-	"metasyn>=1.0.1",
+	"metasyn>=1.0.3",
 	"polars",
-	"numpy>=1.20,<2.0",
+	"numpy>=1.20",
 ]
 dynamic = ["version"]